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Chapter 7 Industrial sector consumption

Overview The industrial sector uses more delivered energy294 than any other end-use sector, consuming about 54% of the world’s total delivered energy. The industrial sector can be categorized by three distinct types: energy-intensive , nonenergy-intensive manufacturing, and nonmanufacturing (Table 7-1). The mix and intensity of consumed in the industrial sector vary across regions and countries, depending on the level and mix of economic activity and on technological development. Energy is used in the industrial sector for a wide range of purposes, such as process and assembly, steam and , process heating and cooling, and lighting, heating, and for . Industrial sector energy consumption also includes basic chemical feedstocks. feedstocks are used to produce agricultural chemicals. Natural gas liquids (NGL) and products (such as ) are both used for the manufacture of organic chemicals and , among other uses. In the International Energy Outlook 2016 (IEO2016) Reference case, worldwide industrial sector energy consumption is projected to increase by an average of 1.2%/year, from 222 quadrillion British thermal units (Btu) in 2012 to 309 quadrillion Btu in 2040 (Table 7-2). Most of the long-term growth in industrial sector delivered energy consumption occurs in countries outside of the for Economic Cooperation and Development (OECD). From 2012 to 2040, industrial energy consumption in non- OECD countries grows by an average of 1.5%/year, compared with 0.5%/year in OECD countries. Non-OECD industrial energy consumption, which accounted for 67% of world industrial sector delivered energy in 2012, accounts for 73% of world industrial sector delivered energy consumption in 2040. Overall, total industrial sector energy use increases from 73 quadrillion Btu in 2012 to 85 quadrillion Btu in 2040 in the OECD countries, and from 149 quadrillion Btu in 2012 to 225 quadrillion Btu in 2040 in the non-OECD countries. OECD industrial sector energy use grows slowly in the IEO2016 Reference case, averaging 0.5%/year from 2012 to 2040. The industrial sector accounts for approximately 40% of total OECD delivered energy use from 2012 to 2040. In the non-OECD industrial sector, the share of delivered energy use declines from 64% in 2012 to 59% in 2040, as many emerging non-OECD economies move away from energy-intensive manufacturing, while energy use grows more rapidly in all other end-use sectors.

Table 7-1. World industrial sector: major groupings and representative industries Industry grouping Representative industries Energy-intensive manufacturing Food Food, beverage, and tobacco manufacturing and Paper manufacturing, and related support activities Basic chemicals Inorganic chemicals, organic chemicals (e.g., propylene), , and agricultural chemicals; includes chemical feedstocks Petroleum refineries and products manufacturing, including coal and natural gas used as feedstocks and Iron and steel manufacturing, including ovens Nonferrous Primarily aluminum and other nonferrous metals, such as , zinc, and Nonmetallic Primarily and other nonmetallic minerals, such as , , , and clay products Nonenergy-intensive manufacturing Other chemicals Pharmaceuticals (medicinal and botanical), and coatings, , detergents, and other miscellaneous chemical products, including chemical feedstocks Other industrials All other industrial manufacturing, including -based durables (fabricated metal products, machinery, and electronic products, transportation equipment, and electrical equipment) Nonmanufacturing , , fishing Agriculture, forestry, and fishing Coal mining, and natural gas extraction, and mining of metallic and nonmetallic minerals Construction of buildings (residential and commercial), heavy and civil construction, industrial construction, and specialty trade contractors

294Delivered energy is measured as the content of energy at the site of use. It includes the heat content of (3,412 Btu/kWh) but does not include conversion losses at generation plants in the electricity sector. Delivered energy also includes fuels (natural gas, coal, liquids, and renewables) used for combined heat and facilities (cogeneration) in the industrial sector. U.S. Energy Information Administration | International Energy Outlook 2016 113 Industrial sector energy consumption

Regional gross and industrial energy consumption In the IEO2016 Reference case, real inflation-adjusted gross output is used to estimate industrial sector energy consumption by disaggregating economic activity into sectors and industries. Gross output includes intermediate inputs such as energy, materials, and purchased services used in production processes, providing data on all industry links that make up economic activity. In contrast, (GDP) and its components—which are value-added concepts—do not include intermediate inputs to . In the IEO2016 projections, analysis of the key components of industrial gross output and how they change over time helps to explain regional changes in industrial sector energy consumption. Total gross output includes all economic activity, while industrial Figure 7-1. Global gross output by industrial energy use includes three subsectors: nonmanufacturing, subsector, 2012 and 2040 (trillion 2010 dollars) energy-intensive manufacturing, and nonenergy-intensive 295 250 manufacturing (Table 7-3). The shares of the gross output 228 sectors vary by region and over time. Worldwide, gross output from the services sector increases by 3.5%/year from 2012 to 200 2040 in the IEO2016 Reference case, and energy-intensive 30% Nonmanufacturing manufacturing increases at a similar rate of 3.4%/year. In contrast, gross output from the nonmanufacturing sector 150 grows at a slower rate of 2.9%/year. The fastest growth is Non-energy-intensive projected for the nonenergy-intensive manufacturing sector, at manufacturing 3.9%/year. This results in a long-term shift in the composition 43% 100 90 of gross output in the IEO2016 Reference case (Figure 7-1), showing a general long-term trend toward a worldwide 34% economy that is slightly less dependent on agricultural and 50 mined natural —two of the three nonmanufacturing 39% Energy-intensive 27% industries. A move away from -based or agriculture- manufacturing 27% based national output, which has long been observed in the 0 developed economies, is anticipated in the long-term outlook 2012 2040 for the world’s emerging economies. (continued on page 115)

Table 7-2. World industrial sector delivered energy consumption by region and energy source, 2012–40 (quadrillion Btu) Average annual percent Energy source by region 2012 2020 2025 2030 2035 2040 change, 2012–40 OECD 73.3 77.6 80.0 81.7 83.0 84.6 0.5 Liquid fuels 27.2 28.9 29.8 30.3 30.4 30.6 0.4 Natural gas 21.0 22.7 23.4 24.2 24.9 25.7 0.7 Coal 8.5 8.7 8.8 8.9 9.0 9.0 0.2 Electricity 10.9 11.6 12.1 12.5 12.8 13.2 0.7 Renewables 5.7 5.7 5.8 5.9 5.9 6.1 0.3 Non-OECD 149.0 168.3 182.6 196.3 211.0 224.5 1.5 Liquid fuels 39.3 43.3 46.7 50.3 54.2 57.9 1.4 Natural gas 29.7 33.6 38.6 43.8 49.6 54.7 2.2 Coal 47.3 53.4 55.5 57.1 58.6 59.7 0.8 Electricity 21.0 25.5 27.9 29.7 31.5 33.1 1.6 Renewables 11.8 12.5 13.9 15.4 17.1 19.0 1.7 Total World 222.3 245.8 262.6 278.0 294.0 309.1 1.2 Liquid fuels 66.5 72.2 76.5 80.6 84.6 88.6 1.0 Natural gas 50.7 56.2 62.0 68.0 74.5 80.4 1.7 Coal 55.7 62.0 64.3 66.0 67.2 68.7 0.8 Electricity 31.9 37.2 40.0 42.2 44.3 46.3 1.3 Renewables 17.4 18.2 19.7 21.3 23.0 25.1 1.3 Note: Data on delivered industrial sector energy consumption do not include conversion losses at electricity sector generation plants. Delivered energy includes fuels (natural gas, coal, liquids, and renewables) used for combined heat and power facilities (cogeneration) in the industrial sector.

295Details of the industries included in gross output, along with their NACE 2 codes, can be found in the IEO2016 macroeconomic documentation. 114 U.S. Energy Information Administration | International Energy Outlook 2016 Industrial sector energy consumption

Globally, much of the slower growth in the nonmanufacturing sector is offset by increased growth in the services and nonenergy- intensive manufacturing sectors, whereas the energy-intensive manufacturing share of total gross output does not change. Many manufacturing industries are driven by trade. Some countries benefit from access to supply chains for ; some benefit from competitive labor costs that lead to increases in nonenergy-intensive manufacturing production. Regional growth in the nonmanufacturing and services sectors differs according to the variety of industries that make up the sectors. In some regions, growth in the services sector is based on government spending, which is not necessarily linked to technological advances or access to markets. In other regions, growth in the nonmanufacturing sector is based on the availability of natural resources. On a regional basis, the largest changes in industrial sector composition in the IEO2016 Reference case are projected for the Middle East and (where mining/extraction is the largest component of the nonmanufacturing sector), and for (where agriculture is currently the largest component of the nonmanufacturing sector) as a result of development and increasing standards of living, as well as changing markets. In those regions, relatively rapid increases are projected for the services sector from 2012 to 2040, with all other gross output sectors, and particularly the nonmanufacturing sector, becoming smaller. For India, the shift toward services is explained by slower growth in the agriculture industry. For the Middle East and Russia, the shift is explained by slower growth in the oil and natural gas extraction industry. For Mexico and Chile, there is a notable increase in the nonenergy-intensive manufacturing sector share of their combined economies. Although the IEO2016 projections do not include explicit calculations for the individual industries that make up the “other” industrial category, its largest component is transportation equipment. Growth in the transportation equipment industry is expected to account for much of the growth in both countries’ nonenergy-intensive manufacturing sectors. Both and OECD Europe have declared goals to move away from in the future. Although the IEO2016 Reference case does not show double-digit changes for its industrial sector, China remains one of the most influential economies in the world. The services sector share of China’s economy increases in the Reference case, and growth in the nonmanufacturing and energy-intensive manufacturing sectors is slower than growth in the services sector. OECD Europe, which continues to account for the third-largest share of world gross output through 2040, shows a small shift away from the most energy-intensive industries over the projection period. (continued on page 116) Table 7-3. Average annual growth in gross output by region and sector, 2012–40 (percent per year) IEO2016 industrial sector activity Energy-intensive Nonenergy-intensive Nonmanufacturing sector/ Region manufacturing sector manufacturing sector sector rest of economy OECD 1.5 2.4 1.8 2.0 OECD Americas 2.0 3.5 2.5 2.5 1.1 2.4 1.5 1.9 Canada 1.8 2.2 2.1 2.1 Mexico/Chile 3.2 4.2 2.2 3.2 OECD Europe 1.2 1.9 1.1 1.8 OECD Asia 1.2 1.5 1.4 1.4 0.0 0.4 0.2 0.7 2.2 2.2 1.9 2.0 Australia/New Zealand 2.5 1.8 2.3 2.7 Non-OECD 4.1 4.6 3.3 4.9 Non-OECD Europe and Eurasia 2.3 2.2 0.8 3.4 Russia 2.3 1.8 0.2 3.4 Other 2.3 3.0 2.0 3.3 Non-OECD Asia 4.5 4.8 3.7 5.2 China 4.3 4.8 3.2 5.6 India 5.4 5.8 4.0 6.8 Other 4.0 4.0 4.2 3.8 Middle East 3.5 4.4 3.0 7.3 Africa 2.8 4.3 2.9 3.8 Non-OECD Americas 2.3 2.1 3.0 2.8 2.4 1.8 3.0 2.5 Other 2.3 2.3 3.0 2.9 Total World 3.4 3.9 2.9 3.5

U.S. Energy Information Administration | International Energy Outlook 2016 115 Industrial sector energy consumption

Within gross output sectors there is a shift in regional shares of total world production for individual industries. India gains a larger share of world nonmetallic production, in part because of rapid growth in its domestic construction industry. India’s share of world steel production also increases from 2012 to 2040, while China’s share remains relatively flat. In the paper industry, China’s share of world production increases as growth is slower in other regions, including in Russia and in other non-OECD Europe and Eurasia. For basic chemicals, the Middle East, China, and India have increasing production shares throughout the projection period. Finally, most non-OECD countries increase their shares of total world agricultural sector production through 2040, and most OECD countries have decreasing shares. Within gross output sectors there is a shift in regional shares of total world production for individual industries. India gains a larger share of world nonmetallic mineral production, in part because of rapid growth in its domestic construction industry. India’s share of world steel production also increases from 2012 to 2040, while China’s share remains relatively flat. In the paper industry, China’s share of world production increases as growth is slower in other regions, including in Russia and in other non-OECD Europe and Eurasia. For basic chemicals, the Middle East, China, and India have increasing production shares throughout the projection period. Finally, most non-OECD countries increase their shares of total world agricultural sector production through 2040, and most OECD countries have decreasing shares. Industrial sector delivered energy consumption varies by region, according to differences in industrial gross output, energy intensity (measured as energy consumed per unit of gross output), and the composition of industries. Enterprises are able to reduce energy consumption in a number of ways, including improving industrial sector processes to reduce energy waste and recover energy lost (often process heat), increasing the use of cogeneration, and materials and fuel inputs to reduce costs and improve efficiency. In terms of industrial fuel use, natural gas and electricity are the fastest-growing forms of industrial energy use in the OECD region (Figure 7-2), with each energy source increasing by about 0.7%/year from 2012 to 2040. Consumption of liquids, coal, and in the OECD industrial sector grows more slowly, averaging 0.4%/year (liquids), 0.3%/year (renewable energy), and 0.2%/year (coal). As a result, from 2012 to 2040, the natural gas and electricity shares increase from 28.7% to 30.3% (natural gas) and from 14.9% to 15.6% (electricity). As in OECD, the fastest-growing forms of industrial sector energy consumption in the non-OECD region from 2012 to 2040 are natural gas (2.2%/year) and electricity (1.6%/year). Non- OECD consumption of renewable energy also expands rapidly, by an average of 1.7%/year from 2012 to 2040, while consumption of liquid fuels and coal increases by 1.4%/year and 0.8%/year, respectively (Figure 7-3). Most of the world growth in industrial sector energy use occurs in the emerging non-OECD economies. The strong rates of growth in industrial sector consumption of electricity and natural gas in both the OECD and non-OECD regions are attributable to increases in the other industrials group of nonenergy-intensive manufacturing (see Table 7-1). Although the other industrials are not energy intensive, they do make up approximately 30% and 36% of total OECD and non-OECD industrial sector delivered energy consumption, respectively. Moreover, the manufacture of bulk chemicals in the non-OECD region expands rapidly in the Reference case. Because nonenergy-intensive manufacturing—including both other industrials and other chemicals— relies heavily on electricity and natural gas, consumption of both energy sources shows strong growth in the OECD and non-OECD industrial sectors, in comparison with most other energy sources. currently provides most of the renewable energy (excluding ) consumed in the industrial sector and continues to do so throughout the projection, largely because of its role in providing byproduct energy to the . OECD countries typically have either flat or declining growth in the pulp and paper industry, resulting in the slower growth

Figure 7-2. OECD industrial sector delivered Figure 7-3. Non-OECD industrial sector delivered energy consumption by energy source, 2012–40 energy consumption by energy source, 2012–40 (quadrillion Btu) (quadrillion Btu) 100 250

80 Coal 200 Coal

60 Liquids 150 Liquids

40 100 Natural gas Natural gas

20 50 Electricity Electricity Renewables Renewables 0 0 2012 2020 2030 2040 2012 2020 2030 2040

116 U.S. Energy Information Administration | International Energy Outlook 2016 Industrial sector energy consumption of renewables compared with total industrial sector energy consumption. In most of the non-OECD countries, the pulp and paper industry grows significantly, with corresponding growth in industrial sector renewable energy use. Coal becomes a less important source for industrial energy consumption in both the OECD and non-OECD regions in the IEO2016 Reference case. In the OECD industrial sector, coal use increases by 0.2%/year from 2012 to 2040, and its share of total delivered industrial energy consumption declines slightly, from 12% in 2012 to 11% in 2040. Similarly, in the non-OECD industrial sector, the coal share of total industrial delivered energy falls from 32% in 2012 to 27% in 2040. The iron and steel industry is the largest consumer of coal in the industrial sector, and as regions shift from coal-fired to electric arc furnaces, coal use for iron and steel production declines. In addition, several significant industrial manufacturing countries, including the United States and China, are initiating policies to reduce (GHG) emissions from their industrial sectors by switching to electricity and natural gas and by improving energy efficiency in industries that produce large amounts of GHG emissions.

Energy-intensive industries The following industries are considered to be energy-intensive: food, pulp and paper, basic chemicals, refining, iron and steel, nonferrous metals (primarily aluminum), and nonmetallic minerals (primarily cement). Together, they account for about half of all industrial sector delivered energy use. In 2012, OECD energy-intensive industries accounted for about 54% of the region’s total industrial sector energy consumption, and non-OECD energy-intensive industries accounted for about 51% of the industrial sector total. Consequently, the quantity and fuel mix of future industrial sector delivered energy consumption will be determined largely by the overall levels of energy consumption in those seven industries. In addition, the same industries emit large quantities of (CO2), related to both their energy consumption ( emissions) and their production processes (process emissions). Figure 7-4 and Figure 7-5 show energy consumption shares of the energy-intensive industries compared with all industrial sector energy consumption (including feedstock consumption) in 2012 and 2040 for the OECD and non-OECD, respectively. The energy consumption shares of the energy-intensive industries are shown as percentages of total delivered energy consumption in the OECD and non-OECD industrial sectors. Increases in energy efficiency and changes in industrial gross output affect the growth of industrial sector energy consumption. Anticipated energy efficiency improvements in the industrial sector temper the growth of industrial energy demand, particularly for the energy-intensive industries. Recycling is a key contributor to industrial energy efficiency improvements, especially in the pulp and paper, iron and steel, and nonferrous metals industries (see box on page 120). Among the energy-intensive industries, the largest consumer of delivered energy is the basic chemicals industry, which in 2012 accounted for about 19% of total delivered energy consumption in the OECD industrial sector and about 14% in the non-OECD industrial sector. In both regions, the basic chemicals share of industrial energy use in the IEO2016 Reference case rises to about 20% in 2040 (Figure 7-4 and Figure 7-5). The chemicals industry in general uses feedstocks, which are included in its energy use. In 2012, petrochemical feedstocks accounted for roughly 60% of the energy consumed in the chemicals sector (which includes both energy-intensive basic chemicals and nonenergy-intensive other chemicals). Intermediate petrochemical products (or blocks), which go into products such as plastics, require a fixed amount of hydrocarbon feedstock as input. For any given amount of chemical output, depending on the fundamental of production, a fixed amount of feedstock is required, which greatly reduces opportunities for decreasing fuel consumption in the absence of any major shifts toward recycling and bio-based chemicals.

Figure 7-4. Energy-intensive industry shares of total Figure 7-5. Energy-intensive industry shares of total OECD industrial sector energy consumption, 2012 non-OECD industrial sector energy consumption, and 2040 (percent of total) 2012 and 2040 (percent of total)

Basic chemicals Basic chemicals

Food Food

2012 Iron and steel Iron and steel 2040

Nonferrous metals Nonferrous metals

2012 Nonmetallic minerals Nonmetallic minerals 2040

Paper Paper

Refining Refining

0 5 10 15 20 0 5 10 15 20

U.S. Energy Information Administration | International Energy Outlook 2016 117 Industrial sector energy consumption The iron and steel industry accounted for about 10% of industrial sector delivered energy consumption in OECD countries in 2012, and its 2040 share remains the same in the IEO2016 Reference case. In the non-OECD countries, the iron and steel industry accounted for 18% of delivered industrial sector energy use in 2012, and its share declines to about 14% in 2040. The amount of energy consumed in the production of steel depends on the process used. In the blast process, iron is reduced (meaning that molecules in the ore bond with the carbon molecules), leaving pure molten iron and carbon dioxide. The molten iron is transferred to a basic oxygen furnace, where super-heated oxygen is used to remove any remaining impurities. Coal consumption and heat generation make the process highly energy intensive. In addition, the process requires metallurgical coal (coking coal), which is more costly than steam coal because of its lower ash and content.296 The other major steel production process uses electric arc furnaces to melt metal. The process is more energy efficient and produces less carbon dioxide than the process but depends on a reliable supply of scrap steel. As a supplement to scrap steel, (DRI) can be used in electric arc furnaces. DRI is much less energy-intensive than the blast furnace process, requiring only natural gas or steam coal, rather than coking coal. The refining industry is a major energy consumer, accounting for about 8% of delivered industrial energy consumption in OECD countries and about 6% of delivered industrial energy consumption in non-OECD countries throughout the 2012–40 period. Petroleum refineries are by far the largest consumers of energy in this industry. Their energy consumption is related primarily to demand for liquid fuels (primarily in the transportation sector), with some reduction in their energy use related to increases in energy efficiency. OECD countries have a small increase in liquids demand in the projection with a small increase in refinery energy consumption. Thus, the percentage of industrial sector delivered energy consumption accounted for by refinery use falls slightly from 2012 to 2040, as a result of small increases in overall industrial sector energy consumption (about 13%) from 2012 to 2040. In contrast, demand for liquids in the non-OECD countries grows significantly. With increases in refinery energy consumption, the refinery share of total industrial sector delivered energy consumption rises slightly. In parallel with the large growth in industrial sector energy consumption in non-OECD countries overall, energy consumption in the nonmetallic minerals industry increases significantly over the projection. In 2012, the nonmetallic minerals industry accounted for about 5% of total OECD delivered industrial energy consumption and about 7% of total non-OECD delivered industrial energy consumption. Increases in the industry’s energy use result primarily from growth in the construction industry, which is accompanied by growing demand for cement. Non-OECD countries are experiencing significant population growth, which contributes to similar growth in the in the IEO2016 Reference case. In 2012, the food industry accounted for about 4% of total delivered industrial energy consumption in OECD countries and 2% in non-OECD countries. With the large growth in non-OECD industrial sector energy consumption in the Reference case, the food industry share of the sector’s total energy use remains at 4% in 2040. The pulp and paper industry accounted for about 6% of delivered industrial energy consumption in OECD countries in 2012, and its share declines to about 4% in 2040 in the IEO2016 Reference case. In the non-OECD countries, pulp and paper production accounts for about 1% of total delivered industrial energy consumption. Paper manufacturing is an energy-intensive process, but paper mills typically generate about half of the electricity they consume through cogeneration, primarily with black and biomass from waste. In some cases, integrated paper mills generate more electricity than they need, and they are able to sell their excess power to the grid. As is the case in other industries, recycling significantly reduces the energy intensity of production in the paper industry.297 Electronic media and digital file storage in many countries may cause global demand for paper to contract over time. For much of the rest of the world, however, output from the paper industry expands steadily in the IEO2016 Reference case, in part because of a growing need for a variety of paper products in non-OECD Asia, including paperboard for packaging and other materials. With the large increase in industrial sector energy consumption in non-OECD countries, the static percentage of the paper industry indicates a significant increase in energy consumption associated with increasing demand. The nonferrous metals industry (primarily aluminum) accounted for about 2% of delivered industrial energy consumption in both the OECD and non-OECD regions in 2012. A small decrease in the industry’s share of total non-OECD industrial energy consumption in 2040 results from the increase in total industrial sector energy use as a result of growing demand.

Regional focus: OECD Europe and non-OECD Asia Regions around the world have different industrial sector energy profiles and may develop in different ways in the future. The OECD Europe and non-OECD Asia regions illustrate several differences. OECD Europe is a well-established industrialized region, where the major concern is implementing government policies that will improve energy efficiency and decrease GHG emissions. In contrast, much of non-OECD Asia is still developing, and although there are efforts underway to address issues in the industrial sector, there is also significant government interest in increasing industrial growth that will help the non-OECD Asian economies raise incomes and standards of living. The industrial sectors of the OECD Europe and non-OECD Asia regions illustrate the range of world industrial development and future growth in the IEO2016 Reference case.

296D. Paul, “Modeling the U.S. Iron and Steel Industry,” U.S. Energy Information Administration Task Order DE-DT0001606, Subtask 1.2 (Leidos: November 15, 2013). 297D. Paul, “Final Report: Modeling the U.S. Pulp and Paper Industry,” U.S. Energy Information Administration Task Order 7965, Subtask 17 (Leidos: July 15, 2015). 118 U.S. Energy Information Administration | International Energy Outlook 2016 Industrial sector energy consumption

OECD Europe In the IEO2016 Reference case, OECD Europe’s industrial sector energy consumption growth averages 0.2%/year from 2012 to 2040 (Figure 7-6), reflecting improving efficiency in the region’s industrial sector and its continued transition from a manufacturing economy to a service economy. Electricity consumption has the highest rate of growth, at 0.3%/year, while the growth rates for natural gas, electricity, and liquids consumption are higher than those for other fuels. The growth rates for consumption of all fuels are positive, except for renewables with a slow decline from 1.93 quadrillion Btu in 2012 to 1.87 quadrillion Btu in 2040. The gross output of pulp and paper declines toward the end of the projection period, and improvements in energy efficiency slow the growth of renewable energy use. Energy and environmental policies significantly influence the trends in industrial sector energy consumption in OECD Europe. European Union (EU) policies, part of the current Europe 2020 strategy, are concerned with reducing GHG emissions. The so-called 20-20-20 plan set three separate goals to be achieved by 2020: (1) reduce GHG emissions by 20% compared with 1990; (2) increase renewable energy to 20% of final energy consumption; and (3) improve energy efficiency by 20%. To date, there has been mixed success in efforts to reach the 20-20-20 targets. From 1990 to 2012, the EU reduced GHG emissions by 18%, and it seems likely that it will achieve its 20% target for 2020. Further, 13% of EU final energy consumption in 2011 came from renewable sources—exceeding the 2011–12 interim goal of 10.7%.298 However, only a 17% improvement in energy efficiency is expected from measures under the 2012 Energy Efficiency Directive.299 The European Commission published the Strategy for a European Energy Union in February 2015, with a focus on energy , completion of an market, energy efficiency, decarbonization, and research and . Implementation of the strategy will require new EU legislation.300 Because of these efforts, slow growth in energy use in industry is expected.

Non-OECD Asia Over the past decade, much of the world’s industrial sector energy growth occurred in the nations of non-OECD Asia. That trend continues in the IEO2016 Reference case with strong expansion of the region’s manufacturing and nonmanufacturing industries. From 2012 to 2040, non-OECD Asia’s expected total industrial sector delivered energy consumption increases by an average of 1.7%/year, as compared with the world average of 1.2%/year.

China Figure 7-6. OECD Europe industrial sector delivered Steel energy demand growth in China Steel is a major energy-intensive industry in China, and the energy consumption by energy source, 2012–40 amount of steel being produced in China is unprecedented. (quadrillion Btu) China’s share of world steel production has increased steadily 30 from roughly one-quarter in 2004 to about one-half in 2013.301 Primary steel (virgin steel from )—or, more 302 25 specifically, basic oxygen furnace (BOF) steel —is a major consumer of coal in China and therefore a major contributor Liquids to industrial sector GHG emissions. 20 Steel production in China continues to grow throughout the projection period but not as rapidly as during the past 15 decade. From 2005 to 2012, gross output in China’s iron and Natural gas steel industry grew at an average annual rate of 12% (and 10 crude steel production closely matched that growth rate at 11%). From 2012 to 2040 in the IEO2016 Reference case, the Electricity average growth rate is only 3%. Even at that rate, however, 5 gross output shipments from the industry more than double Coal from 2012 to 2040, while the industry’s energy consumption Renewables 0 increases by only 11% over the period. The disparity between 2012 2020 2030 2040 shipments and energy consumption growth results from the

298European Commission, “Report from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions: Renewable Energy Progress Report” (: March 27, 2013), p. 3, http://eur-lex.europa.eu/legal-content/EN/ TXT/PDF/?uri=CELEX:52013DC0175&from=EN. 299European Parliamentary Research Service, “EU climate and energy policies post-2020: , competitiveness and decarbonisation” (Briefing 24/03/2014), http://www.europarl.europa.eu/RegData/bibliotheque/briefing/2014/130681/LDM_BRI(2014)130681_REV1_EN.pdf. 300European Parliament, “Energy Union: New impetus for coordination and integration of energy policies in the EU” (Briefing 5 March 2015: Tracking European Commission priority initiatives in 2015 – Number 1), http://www.europarl.europa.eu/RegData/etudes/BRIE/2015/551310/EPRS_ BRI(2015)551310_EN.pdf. 301World Steel Association, Steel Statistical Yearbook 2014 (Brussels, : worldsteel Committee on Economic Studies, October 2014), http://www. worldsteel.org/dms/internetDocumentList/statistics-archive/yearbook-archive/Steel-Statistical-Yearbook-2014/document/Steel-Statistical- Yearbook-2014.pdf. 302“Blast furnace steel” refers to the process of reducing iron ore in a blast furnace and processing the molten steel in a basic oxygen furnace. U.S. Energy Information Administration | International Energy Outlook 2016 119 Industrial sector energy consumption Reference case assumption of energy efficiency improvements in (hot and cold , electric arc furnaces, blast furnaces) over time, as well as an assumed shift from BOF steel production to (EAF) production, with the energy intensity of the EAF process less than one-third of that for the BOF process.303 In aggregate, the total energy intensity of China’s iron and steel industries (in per dollar value of gross output shipments) declines by 69% from 2012 to 2040. One reason for the decline in energy intensity is the assumption that China, like most developed nations, will rely increasingly on recycled—as opposed to virgin—BOF steel. In 2013, the BOF and EAF process shares in China for crude steel production were 91% and 9%, respectively. Most of the world’s major steel-producing nations currently produce far more recycled steel as a share of their total production than does China. In Japan and the United States, which are the second- and third-largest producers in the world, the EAF shares are 23% and 59%, respectively. Thus, currently, the energy intensity of China’s steel industry seems very high compared with other major producers, in large measure because of its heavy reliance on BOF steel. As China’s economy becomes more developed and moves toward recycling of scrap steel, its energy intensity will decrease. The gradual move toward recycling (spurred by the increasing availability of scrap steel) is expected as expansion of new buildings construction, , and fleets begins to taper off. In the IEO2016 Reference case, the EAF share of steel production grows to 40% in 2040, which is in line with other projections for China’s recycled steel production.304

Steel and aluminum recycling in China Secondary production from recycled scrap metal, which uses significantly less energy than primary production from inputs, can reduce the energy intensity of both steel and aluminum production.305 The Institute of Scrap Recycling Industries estimates that recycling steel requires 60% less energy than producing steel from iron ore. According to the U.S. Department of Energy, secondary aluminum production requires as little as 6% of the energy associated with primary production, when all manufacturing energy use is considered.306 Recyclable material includes both post-consumer scrap and pre-consumer scrap from manufacturing processes. In China, which produces more steel and aluminum than any other country, the iron and steel industry used 16 quadrillion Btu of energy in 2012, and the nonferrous metals industry (which includes aluminum and other metals) used 2.1 quadrillion Btu.307 In comparison with the United States, China’s aluminum and steel recycling rates are low. In 2012, about 11% of China’s crude steel production was secondary production (from recycling),308 and 21% of its aluminum production was secondary production.309 In contrast, U.S. recycling rates were 59% for steel production and 57% for aluminum production. The two main barriers to increasing the use of scrap in secondary production of steel and aluminum are capital and availability of scrap. Although increasing secondary production does require additional secondary production facilities, costs for those facilities are much lower than the costs of primary production facilities. For example, the capital equipment costs for recycled aluminum production are approximately 10% of those for primary aluminum production.310 Steel and aluminum scrap sources include obsolete buildings and transportation equipment, as well as discarded appliances and beverage cans. Domestic scrap is usually less expensive than imported scrap, but it requires dedicated sorting, collection, and transportation, as well as access to large volumes of scrap material. Based on an analysis of China’s steel industry structure in 2011,311 recycling of scrap metal could be increased to 33% of total steel production without adding new secondary processing facilities. (continued on page 121)

303E. Worrell, P. Blinde, M. Neelis, E. Blomen, and E. Masanet, Energy Efficiency Improvement and Cost Saving Opportunities for the U.S. Iron and Steel industry: An ENERGY STAR® Guide for Energy and Plant Managers, LBNL-4779E (Berkeley, CA: Lawrence Berkeley National , Environmental Technologies Division, October 2010), https://www.energystar.gov/ia/business/industry/Iron_Steel_Guide.pdf. 304A. Hasanbeigi, Zeyi Jiang, and L. , “Why the energy use of Chinese steel industry may peak as early as 2015?” (Berkeley, CA: Lawrence Berkeley National Laboratory, 2014), http://proceedings.eceee.org/visabstrakt.php?event=4&doc=3-008-14. 305U.S. Energy Information Administration, “Recycling is the efficiency technology for aluminum and steel manufacturing” (Washington, DC: May 9, 2014), http://www.eia.gov/todayinenergy/detail.cfm?id=16211. 306Institute of Scrap Recycling Industries, Inc., Recycling Industry (undated), http://www.isri.org/recycling-industry; and U.S. Department of Energy, Energy Efficiency and Renewable Energy,U.S. Energy Requirements for Aluminum Production: Historical Perspective, Theoretical Limits, and Current Practices (Washington, DC: February 2007), http://www1.eere.energy.gov/manufacturing/resources/aluminum/pdfs/al_theoretical.pdf. 307U.S. Energy Information Administration, “Recycling is the primary energy efficiency technology for aluminum and steel manufacturing” (Washington, DC: May 9, 2014), http://www.eia.gov/todayinenergy/detail.cfm?id=16211. 308Bureau of International Recycling, Ferrous Division, World Steel Recycling in Figures 2008-2012, http://www.bdsv.org/downloads/ weltstatistik_2008_2012.pdf. 309United States Geological Survey, Mineral Data for 2012, http://minerals.usgs.gov/minerals/pubs/country/2012/myb3-2012-ch.xls; and United States Geological Survey, Minerals Information, Recycling Statistics and Information, http://minerals.usgs.gov/minerals/pubs/commodity/recycle/. 310U.S. Department of Energy, Energy Efficiency and Renewable Energy,U.S. Energy Requirements for Aluminum Production: Historical Perspective, Theoretical Limits, and Current Practices (Washington, DC: February 2007), http://www1.eere.energy.gov/manufacturing/resources/aluminum/ pdfs/al_theoretical.pdf. 311J. Wubbeke and T. Heroth, “Challenges and political solutions for steel recycling in China,” Resources, Conservation and Recycling, Vol. 87 (June 2014), pp. 1-7, http://www.sciencedirect.com/science/article/pii/S0921344914000627. 120 U.S. Energy Information Administration | International Energy Outlook 2016 Industrial sector energy consumption

Figure 7-7. Steel and aluminum production from In 2012, China imported almost 5 million metric tons of primary and secondary sources in China and the steel scrap and 2.6 million metric tons of aluminum scrap312 United States, 2012 (million metric tons) (Figure 7-7). Because the iron and steel industry is a much Steel Aluminum larger energy consumer than the aluminum industry, China’s 750 25 government aims to increase scrap input by improving Secondary Secondary recycling efficiency in the iron and steel industry. Over time, more scrap could become available in China, allowing a 600 20 substantial reduction in the energy intensity of the country’s steel and aluminum industries.

450 15

Primary Primary 300 10

150 5

0 0 China United States China United States

With the relative increase in EAF production, the electricity demand share in the steel industry rises from 10% in 2012 to 22% in 2040 (Figure 7-8). Concurrently, total energy intensity decreases by 69% due to the much lower energy intensity of the EAF process as well as ongoing energy intensity improvement, which in part follow from necessary reductions in excess steel capacity.313 Although much of the electricity used for EAF production is expected to be generated by coal-fired power plants, the reduction in blast furnace production of steel greatly reduces the steel industry’s dependence on coal (per ton of steel produced) and thus contributes to lower energy intensity and lower GHG intensity.

Chemicals industry growth and coal consumption As with other energy-intensive industries, China’s chemicals industries have experienced rapid growth. In terms of gross output shipments, bulk chemicals (which include petrochemical and chemicals) grew by almost 70% from 2005 to 2012 (an average rate of 7.8%/year), while in terms of physical Figure 7-8. Coal and electricity consumption in production, chemicals such as ethylene, propylene, and China’s steel industry, 2012–40 (quadrillion Btu) had even stronger growth. China’s robust growth 20 Coal in bulk chemicals production is projected to continue in the Electricity Reference case—in line with the growth in virtually all other industrial categories—with gross output increasing by an average of 5.0%/year. 15 Changes in China’s economy support the projected growth of its bulk chemicals industry. Olefins, including ethylene and propylene, are inputs for a wide variety of industrial and 10 consumer chemicals, such as resins, plastics, and adhesives. Reducing dependence on imports of while still satisfying industrial production growth is a major factor in China’s continued expansion of its . 5 Methanol is another input for China’s growing market for chemical derivatives, as is propylene; however, methanol also satisfies growing demand for liquid fuels in China’s transportation sector.314 Currently, China produces about 0 2012 2020 2030 2040 one-third of the world’s ,315 and although China is

312United States Geological Survey, Mineral Industry of China Data for 2012, http://minerals.usgs.gov/minerals/pubs/country/2012/myb3-2012-ch.xls. 313Chuin-Wei Yap, “The Fall of Steel in China: a Primer” (The Wall Street Journal, September 8, 2015), http://blogs.wsj.com/chinarealtime/2015/09/08/ the-fall-of-steel-in-china-a-primer/. 314G. Dolan, “Will Politics Push the Gas or Brakes on Methanol Fuel” (Methanol Institute, 2013), http://www.methanolfuels.org/wp-content/ uploads/2013/05/15-Dolan_MI.pdf. 315L.E. Apodaca, “2013 Minerals Yearbook: [Advance Release]” (Washington, DC: 2013), http://minerals.usgs.gov/minerals/pubs/ commodity/nitrogen/myb1-2013-nitro.pdf. U.S. Energy Information Administration | International Energy Outlook 2016 121 Industrial sector energy consumption trying to reduce its level of use,316 its pursuit of food security and continued modernization of farming probably will result in moderate growth of fertilizer consumption in the future. China’s use of energy resources in bulk chemical production differs from use in most other large producing regions, in that it relies heavily on coal as a feedstock. Outside China, most methanol and relies on natural gas feedstock, while ethylene production and propylene production rely largely on natural gas liquids (NGL) or on petroleum-based feedstocks. However, China continues to rely heavily (although not exclusively) on coal gasification technologies to produce many of its bulk chemicals. Currently, 70% of ammonia production317 and more than 80% of methanol production318 in China use coal as a feedstock, with a growing share going into the production of olefins, such as propylene and ethylene. According to its most recent Five-Year Plan, China intends to increase coal use in producing olefins. Generally, the relative levels of use of different feedstocks depend on the delivered costs of the fuels, although other factors also matter. Coal is relatively inexpensive in China, but construction of coal-to-olefin (CTO) processing plants is not. Coal feedstock costs represent only about 25% of the total costs for CTO production because of the high capital cost of production. In contrast, for petroleum-based production of olefins, such as in a naphtha-based steam cracker, the feedstock costs for naphtha are a much higher percentage of the total production cost.319 Thus, lower petroleum product will make steam crackers increasingly attractive, while lower coal prices would not have as much of an effect. In addition, the CTO process results in fewer valuable coproducts (such as and aromatics). Finally, there is a cost associated with transporting the basic olefins to China’s East Coast, where most of the manufacturers are located. Environmental concerns such as CO2 emissions, use, and waste disposal may have a larger effect on potential CTO projects. The CTO process generates more than twice as much CO2 per ton of olefin produced as a naphtha steam cracker does. The CTO process is also far more water-intensive, and most CTO projects are or will be located in water-stressed regions (such as Inner Mongolia and Western China), where water resources are well below the world average.320 Finally, the hazardous material and waste disposal associated with CTO processes also can lead to escalating expenses for industrial-scale CTO plants. In the IEO2016 Reference case, the coal share of China’s chemical feedstock fuel use is projected to increase from 20% to 32% from 2012 to 2040, while the liquids share (mostly heavy petroleum feedstocks) declines by 6%. The difference results from the higher proportion of new ethylene crackers using coal instead of naphtha and gasoil for feedstock. The natural gas share of feedstock fuel use also increases, with some of China’s projected growth in ammonia and methanol production capacity using natural gas and not exclusively coal. Figure 7-9. Industrial energy consumption and urban population growth in China, 1990–2012 Urbanization and industrial energy demand in China (index, 1990 = 1.0) From 1990 to 2012, China’s industrial energy consumption 5.0 increased fourfold, from 14.8 quadrillion Btu to 59.0 quadrillion Btu. A review of the literature on the Chinese experience indicates that the 10th Five-Year Plan (2001– 4.0 05) promoted strong growth in the manufacturing sector, resulting in 13.5% annual average growth in GDP for that Industrial energy consumption period. The focus on the use of advanced technology across 3.0 traditional manufacturing enterprises321 contributed to a rapid increase in production across a wide range of industries and a corresponding increase in industrial energy consumption 2.0 (Figure 7-9), with industrial sector energy use rising by 3.9%/ year from 1990 and 2000, followed by 9.8%/year from 2001 Urban population to 2012. 1.0 The energy intensity of China’s gross domestic product (GDP), or energy use per dollar of GDP, has generally 0 improved (decreased) since 1990 from a level more than 1990 1996 2000 2004 2008 2012 three times higher than in the OECD countries to a level two

316L. Jin, “China’s 12th 5-Year Plan: Sustainability” (KPMG Advisory China, Ltd: April 2011), https://www.kpmg.com/CN/en/IssuesAndInsights/ ArticlesPublications/Documents/China-12th-Five-Year-Plan-Sustainability-201104-v2.pdf. 317J. R. Bartels, “A Feasibility Study of Implementing an Ammonia Economy” (Iowa State , 2008), http://lib.dr.iastate.edu/cgi/viewcontent. cgi?article=2119&context=etd. 318C. Yang, “Coal Chemicals: China’s High-Carbon Clean Coal Programme?” (Taylor and Francis Group: 2016), http://people.duke.edu/~cy42/C2C.pdf. 319D. Hurd, S. Park, and J. Kan, China’s Coal to Olefins Industry (Deutsche AG, Hong Kong: July 2, 2014), http://www.fullertreacymoney.com/ system/data/files/PDFs/2014/July/3rd/0900b8c088667819.pdf. 320S. Moore, “Issue Brief: Water Resources Issues, Policy and Politics in China” (Washington, DC: February 12, 2013), http://www.brookings.edu/ research/papers/2013/02/water-politics-china-moore. 321Z. Ronghji, “Report on the Outline of the Tenth Five Year Plan for National Economic and Social Development (2001),” http://www.gov.cn/english/ official/2005-07/29/content_18334.htm. 122 U.S. Energy Information Administration | International Energy Outlook 2016 Industrial sector energy consumption times higher in the mid-1990s. That progress was interrupted from 2000 to 2005, however, when aggressive manufacturing goals set in China’s 10th Five-Year Plan led to increases in energy intensity as production rose across many industries. During that period, energy intensity increased to 1.8 in 2004, before settling at levels that were between 1.6 and 1.7 times the OECD level through 2012 (Figure 7-10). Under the terms of the 12th Five-Year Plan (2011–15), China for the first time implemented specific targets aimed at reducing energy intensity (a 16% reduction in energy use per dollar of GDP, which would reduce intensity to 40% above OECD levels by 2015). Many observers expect that the 13th Five-Year Plan (2016–20) will continue to target additional energy efficiency gains,322 along with a variety of other measures designed to reduce emissions. Figure 7-11 shows the increase in China’s energy consumption for both fuel and feedstock in the chemical industry. Feedstock plays a prominent role in the production of bulk chemicals, and there is little efficiency improvement to be gained for a given feedstock type (as opposed to heat and power uses, where incremental efficiency gains in boilers, power generation, motors, etc., have occurred in the past and are expected in the future). Consequently, the overall energy efficiency improvement in this industry from 2012 to 2040 is not expected to be significant, with overall intensity improvement at only 15%.

Other non-OECD Asia Figure 7-10. Comparisons of energy use per capita The nations of non-OECD Asia outside China and India (or other and per dollar of gross domestic product in China non-OECD Asia) are some of the fastest-growing industrial and the OECD, 1990–2012 (1990 OECD = 1) energy-consuming nations worldwide. Total industrial energy 4 use in other non-OECD Asia increases from 15.7 quadrillion Energy use per dollar of gross domestic product Btu in 2012 to 26.6 quadrillion Btu in 2040, according to (Ratio, China vs. OECD) the IEO2016 Reference case, an average annual increase of 1.9% (Figure 7-12). Other non-OECD Asia’s industrial sector 3 energy consumption grows at a rate higher than the combined OECD rate (0.5%/year), as well as the rate for the combined Energy use per capita total non-OECD (1.5%/year). In general, the nations of other (Ratio, China vs. OECD) non-OECD Asia have among the highest projected growth in 2 industrial sector gross output and associated delivered energy consumption. However, the focus on energy efficiency and the product mix also affects the delivered energy consumption growth rate. The fuels whose consumption grows most quickly 1 in other non-OECD Asia are natural gas (2.2%/year between 2012 and 2040) and electricity (2.0%/year), although liquid fuels (1.8%/year), coal (1.8%/year), and renewables (1.8%/ 0 year) also grow rapidly. The fuel shares change very little over 1990 1994 1998 2002 2006 2012 the projection period.

Figure 7-11. Fuel and feedstock consumption Figure 7-12. Non-OECD Asia (excluding China and in China’s bulk chemicals industry, 2012–40 India) industrial sector delivered energy consumption (quadrillion Btu) by energy source, 2012–40 (quadrillion Btu) 20 30

25 Liquids 15 Liquids 20

10 15 Natural gas Coal

10 Coal 5 Natural gas 5 Renewables

Electricity Electricity 0 0 2012 2020 2030 2040 2012 2020 2030 2040

322For example, see Energy & Climate Intelligence Unit and China Dialogue, “China Heads to Low Carbon Future” (Davos, : 2014), ht tp: // eciu.net/assets/ECIU_China-Doc-151015-FINAL.pdf. U.S. Energy Information Administration | International Energy Outlook 2016 123 Industrial sector energy consumption The countries that are members of the Association of South East Asian Nations (ASEAN)323 have the highest growth rates among the other non-OECD Asia countries. Energy efficiency is viewed as one of the most cost-effective ways of enhancing energy security and addressing , as well as promoting economic competitiveness, in the ASEAN member countries. ASEAN is concerned with both energy efficiency and climate change, with the following strategic objectives324: • To pursue the aspirational goal of reducing regional energy intensity by at least 8% in 2015 from the 2005 level • To achieve higher end-use energy efficiency for all sectors through regulatory and market approaches, where appropriate • To enhance institutional and human capacity, emphasizing the development of energy efficiency technology and service providers in the ASEAN region • To encourage private sector participation, especially by financial institutions, in support of energy efficiency and conservation investment and implementation.

Role of electricity in changing patterns of non-OECD Asia industrial energy use Since the 1970s, industrial sector energy demand has varied significantly among the non-OECD nations of Asia. In 2012, the electricity share of industrial energy demand ranged from 11% in Northeast Asia (Mongolia and North Korea) to nearly 25% in the Philippines (Figure 7-13). The way industrial sectors in the non-OECD Asia nations have developed over time can provide a basis for understanding the variables that may influence industrial sector electrification in the future. In the industrialized OECD nations, electricity penetration in the industrial sector has been linked with fuel substitution in production processes (for example, replacing inefficient blast furnaces with electric arc furnaces) and the development of new uses for electricity in increasingly mechanized industries.325 In rapidly growing Asian markets, however, industry is expanding through investment in new industrial facilities that incorporate the latest and most energy-efficient technologies. China has experienced significant growth in industrial sector electricity demand—averaging approximately 9%/year and outpacing demand growth for all other fuels used in industrial production. The electricity share of industrial energy use in other non-OECD Asia nations also has increased rapidly. Since the early 1970s, industrial electricity use has doubled every eight years in China and in member countries of the Association of Southeast Asian Nations (ASEAN). As economic reform was unfolding in China, industrial electricity demand surged from 984 terawatthours (TWh) in 2000 to 1,802 TWh in 2005. By the end of the decade, China had recorded double-digit annual growth in total electricity demand, with a commensurate rise in the electricity share of industrial energy consumption, to 18% in 2012—close to the overall share in the OECD countries. Over the same period, industrial electricity demand in the ASEAN countries increased from 182 TWh in 2000 to 399 TWh in 2012, when it accounted for 12% of total industrial energy use. A disaggregated view of electricity demand growth in China’s Figure 7-13. Electricity shares of industrial sector industrial sector reflects the structural changes occurring as energy demand in China, the Philippines and the the economy grew (Figure 7-14). In the 1990s and early 2000s, the electricity share of industrial energy demand in China’s OECD, 1975–2012 (percent of total energy demand) energy-intensive industries (including iron and steel, pulp 25 and paper, chemicals, and food) rose modestly, to 13%. Since 2000, nonenergy-intensive industries (including and electrical equipment and ) have accounted for 20 OECD an increasing share of industrial electricity demand. For 2012, Philippines the electricity share of industrial energy demand was 18%. China 15 In comparison with China, the Philippines shows a more variable historical trend of electricity use in the industrial sector (Figure 7-15). The electricity share of industrial sector 10 energy demand in the Philippines moved between 15% and 20% in the late 1990s before increasing to 24% in 2012, when it exceeded the OECD level. Most of the growth in the 5 country’s industrial sector electricity demand occurred in energy-intensive industries. Unlike China, industrial demand for electricity in the Philippines is not distributed across a wide 0 range of sectors and corresponds more closely to changes in 1975 1985 1995 2005 2012 gross output or to changes in total value added. (continued on page 125)

323ASEAN member countries include Brunei, Cambodia, Indonesia, Laos, Malaysia, Myanmar, Philippines, Singapore, , and Vietnam. 324ASEAN Centre for Energy, “Energy Efficiency and Conservation” (Jakarta, Indonesia: 2015), http://www.aseanenergy.org/programme-area/eec/. 325N. Desbrosses, “Understanding electrification of industrial energy consumption in Europe,” Leonardo ENERGY (February 2012), http://www. leonardo-energy.org/blog/understanding-electrification-industrial-energy-consumption-europe. 124 U.S. Energy Information Administration | International Energy Outlook 2016 Industrial sector energy consumption

The future rate of electric demand growth in non-OECD Asia industries is more dependent on the changing composition of industry than on overall economic growth. Growth in new electricity-intensive technologies occurs largely in downstream industries—notably, nonenergy-intensive lighter manufacturing. In addition, when advanced economies reach a certain stage in their development, the growth of industrial sector electricity demand slows. As indicated by recent data, the electricity share of total industrial energy consumption in the United States and in other OECD countries has been relatively unchanged since 1990. In the United States, electricity accounted for 15% of total delivered industrial energy consumption in 2012 and is projected in the IEO2016 Reference case to account for 16% of total delivered industrial energy consumption in 2040. Figure 7-14. Industrial sector electricity demand in Figure 7-15. Industrial sector electricity demand China by industry type, 1971–2012 (terawatthours) in the Philippines by industry type, 1971–2012 (terawatthours) 3,000 20% 90 25% Other Nonmanufacturing 2,500 75 Non-energy-intensive 20% Other 15% Energy-intensive Nonmanufacturing 2,000 Non-energy-intensive 60 Energy-intensive 15% Percent electricity 1,500 10% 45 10% Percent electricity 1,000 30 5% 5% 500 15

0 0% 0 0% 1971 1976 1981 1986 1991 1996 2001 2006 2012 1971 1976 1981 1986 1991 1996 2001 2006 2012 Note: Other industries category represents all nonspecified industrial sec- Note: Other industries category represents all nonspecified industrial sec- tor electricity consumption as reported to the International Energy Agency. tor electricity consumption as reported to the International Energy Agency.

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